He slumped onto the cracked vinyl stool, the weight of the day settling in his shoulders like a lead blanket. The bar was dimly lit, the only sound the clinking of ice in his empty glass and the mournful crooning of a blues song on the jukebox. He’d lost the account. Again. He felt… deflated.

The bartender, a woman with eyes that had seen too much, slid a fresh drink across the counter without a word. He took a long swallow, the liquor doing little to soothe the tightness in his chest. He’d promised himself he wouldn't drink tonight. He felt a profound sense of failure, a weariness that seeped into his bones.

Suddenly, a glint of light caught his eye. He stared at the display case behind the bar, filled with forgotten treasures. A ring. It was a ring his grandfather had given his grandmother. He saw it in an instant, a flash of recognition. He'd never expected to see it again. A sigh escaped him, a quiet exhalation of defeat.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240